An effective AI champions program is a grassroots initiative that empowers enthusiastic volunteers from diverse business units. Providing them with training, dedicated time, and a supportive community enables them to model best practices, coach their peers, and provide valuable feedback to central teams. This bottom-up approach, combined with central support, drives organic adoption and surfaces real-world challenges and opportunities, making it far more effective than top-down mandates or siloed administrative functions.

A: This creates a bottleneck and administrative burden, not a program for driving adoption or sharing knowledge.

B: This approach is passive and lacks the hands-on, peer-to-peer engagement necessary for widespread skill development.

C: An external team lacks the internal context, trust, and cultural understanding required to effectively drive change.

1. Microsoft Learn, "Create a community of champions". This document outlines the best practices for building a champion network, emphasizing the importance of volunteers, community, and empowerment. It states, "Champions are essential to driving awareness, adoption, and education in your organization."

2. Microsoft Learn, "AI adoption and change management". This module discusses strategies for driving AI adoption, where establishing a champion network is a key component for peer-to-peer learning and support, aligning with the principles in option D.

3. Microsoft Learn, "Establish a Center of Excellence". This guide details how a CoE should work with a champion network to "identify business challenges and opportunities" and "evangelize the benefits," which aligns with the feedback loop described in option D.